TimeSeriesClassificationSample.h

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#ifndef GRT_TIME_SERIES_CLASSIFICATION_SAMPLE_HEADER
#define GRT_TIME_SERIES_CLASSIFICATION_SAMPLE_HEADER

#include "VectorFloat.h"
#include "MatrixFloat.h"

GRT_BEGIN_NAMESPACE

class GRT_API TimeSeriesClassificationSample{
public:
 TimeSeriesClassificationSample();
 TimeSeriesClassificationSample(const UINT classLabel,const MatrixFloat &data);
 TimeSeriesClassificationSample(const TimeSeriesClassificationSample &rhs);
 ~TimeSeriesClassificationSample();

 TimeSeriesClassificationSample& operator= (const TimeSeriesClassificationSample &rhs){
 if( this != &rhs){
 this->classLabel = rhs.classLabel;
 this->data = rhs.data;
 }
 return *this;
 }

 inline Float* operator[] (const UINT &n){
 return data[n];
 }
 
 inline const Float* operator[] (const UINT &n) const {
 return data[n];
 }

 bool clear();
 bool addSample( const UINT classLabel, const VectorFloat &sample );
 bool setTrainingSample( const UINT classLabel, const MatrixFloat &data );
 inline UINT getLength() const { return data.getNumRows(); }
 inline UINT getNumDimensions() const { return data.getNumCols(); }
 inline UINT getClassLabel() const { return classLabel; }
 MatrixFloat &getData(){ return data; }
 const MatrixFloat &getData() const { return data; }

protected:
 UINT classLabel;
 MatrixFloat data;
};

GRT_END_NAMESPACE

#endif //GRT_LABELLED_TIME_SERIES_CLASSIFICATION_SAMPLE_HEADER